majadoon

5gm-data

Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)

aloha-sim

Pure ALOHA scheme simulation in Python

AoI_RL

Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks

comms_rl

Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Access

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

End-to-End-Learning-of-Communications-Systems-Without-a-Channel-Model

Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model

irsa_python

Implementation of Irregular Repetition Slotted ALOHA protocol.

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

slotted-aloha-simulation-python

Has Aloha Simulation in it

SlottedAloha

Tutorial on modeling and performance analysis of Slotted ALOHA protocol.

majadoon/Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Access

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

majadoon/comms_rl

majadoon/End-to-End-Learning-of-Communications-Systems-Without-a-Channel-Model

Implementation of research paper: End-to-End Learning of Communications Systems Without a Channel Model

majadoon/irsa_python

Implementation of Irregular Repetition Slotted ALOHA protocol.

majadoon/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

majadoon/slotted-aloha-simulation-python

Has Aloha Simulation in it

majadoon/5gm-data

Datasets and code for machine learning in 5G mmWave MIMO systems involving mobility (5GMdata)

majadoon/AoI_RL

Reinforcement learning based scheduling algorithm for optimizing AoI in URLLC networks

majadoon/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

majadoon/CommsCoder

Depicts autoencoders as end-to-end communication systems

majadoon/deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

majadoon/Deep-Q-Learning-based-Downlink-Power-Allocation

A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.

majadoon/Deep-RL-Keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

majadoon/DeepRL-Agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

majadoon/deeprl_network

multi-agent deep reinforcement learning for networked system control.

majadoon/dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

majadoon/drl_multiuseraccess

majadoon/DynamicMultiChannelRL

Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks"

majadoon/itn-windmill-reading-group

Literature reading group / ITN WindMill / https://windmill-itn.eu/

majadoon/majadoon.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

majadoon/MARLspectrumSharingV2X

Spectrum sharing in vehicular networks based on multi-agent reinforcement learning, IEEE Journal on Selected Areas in Communications

majadoon/meta-autoencoder

Code for the paper "Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels"

majadoon/ML_WirelessComm

Machine Learning Applications in Wireless Communications - Project work

majadoon/Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

majadoon/policy-gradient

Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras

majadoon/reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

majadoon/Reinforcement_Learning

Reinforcement learning tutorials

majadoon/Resource-Allocation-using-deeprl

Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks

majadoon/RF_gym

MIMO Env using Reinforcement Learning

majadoon/s2p

Code repository for On the interaction between supervision and self-play in emergent communication (ICLR 2020)